Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 1.203008 1.472877 1.822001 2.322007 3.047727 4.113804 5.913379
2025-04-27 0.878923 1.184289 1.644886 2.448375 3.972385 7.220018 17.075375
2025-05-04 0.692333 0.986338 1.473224 2.442390 4.696624 11.482768 57.253616
2025-05-11 0.567260 0.836836 1.310964 2.344205 5.148938 16.698173 291.322224
2025-05-18 0.498501 0.759372 1.244915 2.402257 6.114453 29.196076 NaN
2025-05-25 0.453395 0.711143 1.216835 2.532699 7.583072 63.636358 NaN
2025-06-01 0.408624 0.653837 1.152890 2.536753 8.659223 137.077783 NaN
2025-06-08 0.366064 0.593210 1.066514 2.435457 9.132978 272.907398 NaN
2025-06-15 0.343770 0.568105 1.053112 2.554593 11.305490 2820.277838 NaN
2025-06-22 0.319293 0.534779 1.012715 2.566133 12.943624 NaN NaN
2025-06-29 0.294482 0.497455 0.955099 2.490944 13.780345 NaN NaN
2025-07-06 0.274294 0.467330 0.909828 2.444395 14.954247 NaN NaN
2025-07-13 0.266758 0.463395 0.931609 2.686610 21.449724 NaN NaN
2025-07-20 0.255890 0.450912 0.928651 2.830701 28.728912 NaN NaN
2025-07-27 0.241565 0.429094 0.895918 2.820851 33.472278 NaN NaN
2025-08-03 0.225794 0.402464 0.845321 2.699689 34.461650 NaN NaN
2025-08-10 0.216624 0.389873 0.832754 2.770879 44.416777 NaN NaN
2025-08-17 0.210251 0.382974 0.835491 2.931626 66.147856 NaN NaN
2025-08-24 0.201021 0.368482 0.812978 2.936630 82.203717 NaN NaN
2025-08-31 0.190027 0.348927 0.772196 2.811694 83.884739 NaN NaN
2025-09-07 0.185129 0.343405 0.774022 2.958684 136.831274 NaN NaN
2025-09-14 0.178195 0.332378 0.756756 2.972958 184.870755 NaN NaN
2025-09-21 0.170032 0.317764 0.726040 2.880070 201.117485 NaN NaN